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pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation

Instant AI Art with π‑Flow: A New Shortcut for Faster Image Generation

What if your phone could create photorealistic pictures in the blink of an eye? Scientists have unveiled a clever trick called π‑Flow that lets AI art generators work in just a few steps instead of hundreds.
Imagine a GPS that not only shows the route but also predicts the perfect shortcuts ahead of time—π‑Flow teaches a tiny “policy” to guess the next moves, so the computer skips the long, winding path.
This simple idea removes the usual compromise between speed and variety, letting the model produce vivid, diverse images without slowing down.
It’s like a chef who knows the exact recipe and can bake a cake instantly, without tasting every ingredient along the way.
The result? Stunning pictures that look as good as those made by heavyweight models, but generated in a fraction of the time.
This breakthrough could bring high‑quality AI art to everyday apps, making creativity faster and more accessible for everyone.
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pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation

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